{"id":15000,"date":"2024-12-26T23:12:56","date_gmt":"2024-12-26T17:42:56","guid":{"rendered":"https:\/\/bim.edu\/index\/?page_id=15000"},"modified":"2025-01-02T22:21:23","modified_gmt":"2025-01-02T16:51:23","slug":"prof-manochandar","status":"publish","type":"page","link":"https:\/\/bim.edu\/index\/faculty\/prof-manochandar\/","title":{"rendered":"Prof. Manochandar"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"15000\" class=\"elementor elementor-15000\" 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elementor-element-0ec6b5d faculty elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0ec6b5d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-8c1d686\" data-id=\"8c1d686\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-5c9b65b elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5c9b65b\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-extended\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-8f327eb elementor-invisible\" data-id=\"8f327eb\" data-element_type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;fadeInLeft&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ea74a27 faculty-photo elementor-widget elementor-widget-image\" data-id=\"ea74a27\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"250\" height=\"250\" src=\"https:\/\/bim.edu\/index\/wp-content\/uploads\/2024\/12\/MANOCHANDAR.jpg\" class=\"attachment-full size-full wp-image-15002\" alt=\"\" srcset=\"https:\/\/bim.edu\/index\/wp-content\/uploads\/2024\/12\/MANOCHANDAR.jpg 250w, https:\/\/bim.edu\/index\/wp-content\/uploads\/2024\/12\/MANOCHANDAR-150x150.jpg 150w\" sizes=\"(max-width: 250px) 100vw, 250px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-66 elementor-inner-column elementor-element elementor-element-13e524e elementor-invisible\" data-id=\"13e524e\" data-element_type=\"column\" data-settings=\"{&quot;animation&quot;:&quot;fadeInRight&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-de9fd04 elementor-widget elementor-widget-text-editor\" data-id=\"de9fd04\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h3>Dr. MANOCHANDAR S<\/h3><p>Assistant Professor<\/p><p>Area: Digital Business &amp; Analytics<\/p><p><strong>Educational Background<\/strong><\/p><ul><li>Ph.D, National Institute of Technology, Tiruchirappalli<\/li><li>MBA, University College of Engineering, Tiruchirappalli (BIT Campus)<\/li><li>B.E, Computer Science &amp; Engineering, PABCET<\/li><\/ul><p>He has one year of industry experience and 3.5 years of academic experience. His research interests include Data Mining, Business Analytics, Machine Learning, Deep Learning, and Time Series Analysis. He is proficient in tools such as MATLAB, R Studio, SPSS, LISREL, Minitab, and EViews. He is also a member of several professional organizations, including IEEE, the International Association of Engineers (IAENG), the International Society for Data Science and Analytics, IFERP, the Society of People Analytics, and the Institute of Data Science and Artificial Intelligence. Furthermore, he has served as a reviewer for various international peer-reviewed journals.<\/p><p><strong>Publications<\/strong><\/p><p><strong>Journal<\/strong><\/p><ul><li>Manochandar, and M. Punniyamoorthy, \u201cScaling feature selection method for enhancing the classification performance of Support Vector Machines in text mining\u201d Computers &amp; Industrial Engineering, Elsevier, Vol.124, pp. 139-156, October 2018 (ABDC &#8211; \u2018A\u2019 Category, SCIE, SCOPUS)<\/li><li>Manochandar, M. Punniyamoorthy, and R.K. Jeyachitra, \u201cDevelopment of new seed with modified validity measure for k-means clustering\u201d, Computers &amp; Industrial Engineering, Elsevier, Vol.141, January 2020. (ABDC &#8211; \u2018A\u2019 Category, SCIE, SCOPUS)<\/li><li>Manochandar, and M. Punniyamoorthy, \u201cA new user similarity measure in new prediction expression for collaborative filtering\u201d, Applied Intelligence, Springer, Vol.51, pp.586-615, 2021 (SCIE, SCOPUS)<\/li><li>Sindhumitha K, Jeyachitra R K, S. Manochandar, (2022) \u201cJoint Modulation Format Recognition and Optical Performance Monitoring for Efficient Fiber Optic Communication Links Using Ensemble Deep Transfer Learning\u201d, Optical Engineering- SPIE Digital Library, Vol. 61,11, 2022 (SCIE).<\/li><li>Suvarna S, Manochandar S, S. Jyothirmaye Reddy, Arti Chudamanrao Lokhande, Shailesh Kediya; Archana Rathore, \u201cA Study on HRM Practices in Small and Medium Enterprise\u201d, World Journal of Management and Economics, Vol 15,4,2022 (ABDC- \u2018C\u2019 Category).<\/li><li>Manochandar, S., Barathi, S., Khan, I., Mhatre, K. J., Bhadane, J. R., &amp; Sharma, A. (2022), \u201cA Study on Students Online Buying Behavior Influenced by Facebook Advertising with Special Reference to Colleges, Journal of Pharmaceutical Negative Results, 1626-1630 (SCOPUS, ESCI).<\/li><li>Ayaz Ahmad, S. Manochandar, et al. (2022) &#8220;Sleeping habits among school children and their effects on sleep pattern&#8221;, Journal of Pharmaceutical Negative Results, 1584-1589. (SCOPUS, ESCI).<\/li><li>Manochandar \u201cAI-Enhanced Smart Cooking Pot: A Culinary Companion with Intelligent Sensing\u201d, IETI Transactions on Data Analysis and Forecasting (iTDAF), Vol. 2 No. 2, 2024. (Peer Review Journal)<\/li><li>Manochandar S, Balaji \u201cAn Investigation on Customer Preference Towards the Online Streaming Platform with Special Reference to Tamilnadu\u201d Industrial Engineering Journal, Volume: 53, Issue 6, No.5, June: 2024 (UGC CARE)<\/li><li>Krishna, Manochandar S, Sountharya \u201cA Study on Investors Perception Towards Stock Market Investment with Special Reference to Tiruchirappalli District\u201d Industrial Engineering Journal, Volume: 53, Issue 7, No.1, July: 2024 (UGC CARE)<\/li><li>Priyadharshini B, Manochandar S, Lakshmanan L \u201cExploring the Nexus of Consumer Brand Affinities and Influencing Factors in the FMCG Sector\u201d Industrial Engineering Journal, Vol. 53, Issue 10, No.1. 2024, (UGC CARE)<\/li><li>Manochandar, S. &#8220;Optimizing Inventory Management and Demand Forecasting with LSTM Neural Networks and Machine Learning: An Integrated Approach with ABC-DEA Classification.&#8221;\u00a0Library Progress International, 44, no. 3 (2024): 24909-24917. (SCOPUS)<\/li><\/ul><p><strong>Conference<\/strong><\/p><ul><li>Sunil, G., Manochandar.S., Atheeq Sultan Ghori, M., Kumar, K. S., Kumar, B., &amp; Dhanke, J. (2023, December). Semantic Analysis and Machine Learning Techniques for Enhancing Content-Based Image Retrieval. In International Conference on Mechanical and Energy Technologies (pp. 229-241). Singapore: Springer Nature. 2023.<\/li><li>Sindhumitha Kulandaivel, Rithik Yadav, Rahul Anand, R.K. Jeyachitra and Manochandar.S, \u201cA Transfer Learning Approach Towards Optical Spectrum Based Optical Performance Monitoring\u201d, 2023 International Conference on Computer Communication and Informatics (ICCCI), IEEE, Jan. 23 \u2013 25, 2023, Coimbatore, INDIA\u2013 Published (DOI: 10.1109\/ICCCI56745.2023.10128561)<\/li><li>Sukanesh, R., Jeyachitra, R. K., Ajmera, S., Avinash, K., and Manochandar, S. \u201cOptical CAD tools for microwave photonic filters\u201d, International Conference on Mechanical and Electronics Engineering (ICMEE 2009), Chennai, India, July 24-26, 2009. Proceedings of the International Conference on ICMEE, Chennai, 2010, ISBN No. 978-981-4289-78-8, pp. 93-98.<\/li><\/ul><p><strong>Book<\/strong><\/p><ul><li>Manochandar S and Akshaya N, (2024), \u201cThe Basics and Fundamentals of Neuromarketing\u201d, Scientific International Publishing House, ISBN: 978-93-6132-386-7<\/li><\/ul><p><strong>Book Chapter<\/strong><\/p><ul><li>K. Jeyachitra, Manochandar.S, and Pradeep doss. M, \u201cIntelligent Optical Networks: Challenges, Opportunities and Applications\u201d, Intelligent Communication Networks: Research and Applications, CRC Press, 2024- Published, ISBN 9781032300214<\/li><li>K. Jeyachitra, and Manochandar. S, \u201cMachine Learning &amp;amp; Deep Learning: Classification and regression problems, Recurrent Neural Networks (RNN), Convolutional Neural Networks (CNN)\u201d, \u201cMultimodal Biometric and Machine Learning Technologies: Applications for Computer Vision\u201d, Scrivener Publishing&#8221; Wiley- December 2023, doi.org\/10.1002\/9781119785491.ch10- Published, ISBN: 978-1-119-78547-7<\/li><\/ul><p><strong>Book Editor<\/strong><\/p><ul><li>AI &amp; ChatGPT tools for Teaching learning Process, Red Shine Publication, 2024<\/li><\/ul><p><strong>LinkedIn:<\/strong><\/p><p><a href=\"http:\/\/www.linkedin.com\/in\/manochandar-s-b77676212\">www.linkedin.com\/in\/manochandar-s-b77676212<\/a><\/p><p>Google Scholar : <a href=\"https:\/\/scholar.google.com\/citations?user=SnVHhZMAAAAJ&amp;hl=en&amp;oi=ao\">https:\/\/scholar.google.com\/citations?user=SnVHhZMAAAAJ&amp;hl=en&amp;oi=ao<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>FACULTY Home Dr. MANOCHANDAR S Assistant Professor Area: Digital Business &amp; Analytics Educational Background Ph.D, National Institute of Technology, Tiruchirappalli MBA, University College of Engineering, Tiruchirappalli (BIT Campus) B.E, Computer Science &amp; Engineering, PABCET He has one year of industry experience and 3.5 years of academic experience. His research interests include Data Mining, Business Analytics, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":5524,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-15000","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/bim.edu\/index\/wp-json\/wp\/v2\/pages\/15000"}],"collection":[{"href":"https:\/\/bim.edu\/index\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/bim.edu\/index\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/bim.edu\/index\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bim.edu\/index\/wp-json\/wp\/v2\/comments?post=15000"}],"version-history":[{"count":7,"href":"https:\/\/bim.edu\/index\/wp-json\/wp\/v2\/pages\/15000\/revisions"}],"predecessor-version":[{"id":15012,"href":"https:\/\/bim.edu\/index\/wp-json\/wp\/v2\/pages\/15000\/revisions\/15012"}],"up":[{"embeddable":true,"href":"https:\/\/bim.edu\/index\/wp-json\/wp\/v2\/pages\/5524"}],"wp:attachment":[{"href":"https:\/\/bim.edu\/index\/wp-json\/wp\/v2\/media?parent=15000"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}